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Modules/Embedding/Available_embeddings

VoyageAI

To use VoyageAI embeddings, you need to import VoyageAIEmbedding from @llamaindex/voyage-ai.

Installation

npm install llamaindex @llamaindex/voyage-ai
import { VoyageAIEmbedding } from "@llamaindex/voyage-ai";
import { Document, Settings, VectorStoreIndex } from "llamaindex";
 
Settings.embedModel = new VoyageAIEmbedding();
 
const document = new Document({ text: essay, id_: "essay" });
 
const index = await VectorStoreIndex.fromDocuments([document]);
 
const queryEngine = index.asQueryEngine();
 
const query = "What is the meaning of life?";
 
const results = await queryEngine.query({
  query,
});

API Reference

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